--- a +++ b/Results/ResultSummary.txt @@ -0,0 +1,81 @@ +[1] "---------RF Data Results with 8 Proteins---------" +Sensitivity: 0.6287562 +[1] "Only this protein:" + [,1] +TIMP1 0.000000000 +Myeloperoxidase 0.001293532 +OPN 0.004776119 +HGF 0.025771144 +CA199 0.029253731 +CA125 0.042786070 +CEA 0.052238806 +Prolactin 0.100497512 +maxOmega 0.212736318 +CancerStatus 1.000000000 +[1] "Remove this protein:" + [,1] +maxOmega 0.4228856 +Prolactin 0.5072637 +OPN 0.5585075 +HGF 0.5794030 +CEA 0.5989055 +CA199 0.6055721 +CA125 0.6112438 +TIMP1 0.6145274 +Myeloperoxidase 0.6208955 +CancerStatus 1.0000000 + Protein Ranking.Score Coefs +1 TIMP1 0.06950232 7.233331e-06 +2 Myeloperoxidase 0.09062851 5.259595e-03 +3 OPN 0.17810000 1.504217e-05 +4 HGF 0.30576509 2.474092e-03 +5 Prolactin 0.47665079 3.512418e-05 +6 CA199 0.54033899 1.250627e-02 +7 CEA 1.15773064 2.312903e-04 +8 CA125 1.53014643 4.644417e-02 +9 maxOmega 9.62746088 1.499118e+00 +Sensitivity: 0.5139303 +[1] "Only this protein:" + [,1] +TIMP1 0.00000000 +maxOmega 0.00000000 +Myeloperoxidase 0.00199005 +OPN 0.03462687 +HGF 0.03880597 +CA199 0.03960199 +CA125 0.04845771 +CEA 0.06009950 +Prolactin 0.14417910 +CancerStatus 1.00000000 +[1] "Remove this protein:" + [,1] +Prolactin 0.3556219 +OPN 0.4137313 +HGF 0.4572139 +CEA 0.4642786 +CA125 0.4842786 +CA199 0.4888557 +TIMP1 0.4905473 +Myeloperoxidase 0.5025871 +maxOmega 0.5139303 +CancerStatus 1.0000000 + Protein Ranking.Score Coefs +1 maxOmega 0.00000000 0.000000e+00 +2 TIMP1 0.05794948 6.030989e-06 +3 Myeloperoxidase 0.08646861 5.018176e-03 +4 OPN 0.20402070 1.723140e-05 +5 HGF 0.30817114 2.493560e-03 +6 Prolactin 0.50469588 3.719081e-05 +7 CA199 0.58916800 1.363643e-02 +8 CEA 1.22983201 2.456946e-04 +9 CA125 1.60115383 4.859944e-02 +--- Remove Protein------ + [,1] +CA199 0.6110448 +CEA 0.6055721 +CA125 0.6078607 +Prolactin 0.5301493 +HGF 0.5915423 +OPN 0.5940299 +TIMP1 0.6206965 +Myeloperoxidase 0.6250746